"Well, this is interesting," I muttered, staring at the email on my laptop screen. The subject line, "Important University Update," had initially filled me with a familiar dread, a feeling of yet another lecture. But now, as the words about the college's closure sunk in, I felt something else. A kind of giddy anticipation that I couldn't quite explain.

I swivelled in my chair, the creaks of the old wheels almost musical. This was the opportunity I'd been waiting for. No more pretense of being a student. Time to focus on my writing. Finally.

I went to the drawer for the old notebook. It had been years since I'd written anything. The blank page no longer felt so intimidating.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401